Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

On the Generalizability and Predictability of Recommender Systems


Jun 23, 2022
Duncan McElfresh , Sujay Khandagale , Jonathan Valverde , John P. Dickerson , Colin White


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

NAS-Bench-Suite: NAS Evaluation is (Now) Surprisingly Easy


Feb 11, 2022
Yash Mehta , Colin White , Arber Zela , Arjun Krishnakumar , Guri Zabergja , Shakiba Moradian , Mahmoud Safari , Kaicheng Yu , Frank Hutter

* ICLR 2022 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

NAS-Bench-x11 and the Power of Learning Curves


Nov 05, 2021
Shen Yan , Colin White , Yash Savani , Frank Hutter

* NeurIPS 2021 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Synthetic Benchmarks for Scientific Research in Explainable Machine Learning


Jun 23, 2021
Yang Liu , Sujay Khandagale , Colin White , Willie Neiswanger


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

How Powerful are Performance Predictors in Neural Architecture Search?


Apr 02, 2021
Colin White , Arber Zela , Binxin Ru , Yang Liu , Frank Hutter


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

A Study on Encodings for Neural Architecture Search


Jul 09, 2020
Colin White , Willie Neiswanger , Sam Nolen , Yash Savani


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Post-Hoc Methods for Debiasing Neural Networks


Jun 15, 2020
Yash Savani , Colin White , Naveen Sundar Govindarajulu


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Local Search is State of the Art for NAS Benchmarks


May 06, 2020
Colin White , Sam Nolen , Yash Savani


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search


Oct 25, 2019
Colin White , Willie Neiswanger , Yash Savani


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
>>